{"id":"W1512311295","doi":"","title":"INTEGRATING TECHNOLOGY INTO TEACHER PREPARATION AND PRACTICE","year":2001,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Digital literacy in education","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Teacher preparation; Computer science; Mathematics education; Pedagogy; Engineering ethics; Teacher education; Sociology; Psychology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006451292,0.0002401337,0.0001777229,0.0006451123,0.0002875143,0.00070099,0.001088757,0.0003676068,0.00003652485],"category_scores_gemma":[0.001796311,0.0002547611,0.0001049499,0.000965886,0.0002310121,0.008378717,0.0002641073,0.0003841132,0.00006577149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003716926,"about_ca_system_score_gemma":0.0006183418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002941016,"about_ca_topic_score_gemma":0.000005312899,"domain_scores_codex":[0.9983216,0.0000326991,0.0006560571,0.0004008491,0.0003164293,0.0002723523],"domain_scores_gemma":[0.9968047,0.000133421,0.0005898603,0.0005202917,0.001885725,0.00006599518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001816876,0.0002088876,0.001989674,0.00001796221,0.00005889961,6.993175e-8,0.00773936,0.000004013224,0.0002912897,0.6987866,0.005209715,0.2856754],"study_design_scores_gemma":[0.0006354855,0.0002181577,0.0006213923,0.0001015035,0.00003854487,0.0002695355,0.03502699,0.0381822,0.0008530128,0.2170993,0.7063991,0.0005547772],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04232261,0.0002396665,0.8080634,0.09289335,0.00174648,0.001015031,0.000008363124,0.001106104,0.05260494],"genre_scores_gemma":[0.6958336,0.00009017751,0.3003691,0.001181041,0.0001027106,0.00072082,0.0001691281,0.00001094604,0.001522522],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7011893,"threshold_uncertainty_score":0.9999905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0150308280959684,"score_gpt":0.33813060138135,"score_spread":0.3230997732853816,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}